A Comparative Study of Neural Network Compression

no code implementations • 24 Oct 2019 • Hossein Baktash, Emanuele Natale, Laurent Viennot

There has recently been an increasing desire to evaluate neural networks locally on computationally-limited devices in order to exploit their recent effectiveness for several applications; such effectiveness has nevertheless come together with a considerable increase in the size of modern neural networks, which constitute a major downside in several of the aforementioned computationally-limited settings.

L2 Regularization Neural Network Compression